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Alloy is bringing data management to the robotics industry

Robotics companies often have to deal with a simple but confounding problem: Robots produce a lot of data. Even a simple robot can easily produce up to a terabyte of data per day, since they continuously capture data from cameras and sensors. Sydney, Australia-based Alloy thinks it can help with that issue: the startup is building data infrastructure for robotics companies to help them process and organize all the data their robots collect from various sources, including sensors and cameras. A

Lessons from building an AI data analyst

AI/ML Data Analytics Malloy Malloy TL;DR Text-to-SQL is not enough. Answering real user questions requires going the extra mile like multi-step plans, external tools (coding) and external context. Answering real user questions requires going the extra mile like multi-step plans, external tools (coding) and external context. Context is the product. A semantic layer (we use Malloy ⎋) encodes business meaning and sharply reduces SQL complexity. A semantic layer (we use Malloy ⎋) encodes busines